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Crémant de Loire

Latest three-month snapshot through 2026-07-28 · 1 wave. Use the controls above to change the window.

4%share of voice · 3 of 72 recommendation answers
0%named first in recommendation answers
100%positive tone · 5 of 5 coded mentions

Champagne · 1 wave · n=72 answers, pooled

By model

How often each model brings the brand up in recommendation answers.

modelshare of voiceanswers
ChatGPT0%0 of 24
Claude8%2 of 24
Gemini4%1 of 24

Share of recommendations over time

Wave-by-wave share of recommendation answers that named this brand.

waveshare of voiceanswerschange
2026-07-284%3 of 72

What they call it

Recurring descriptions in the models' own words, grouped by theme.

In their words

5 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.

What they recommend

“Crémant de Loire, Crémant d'Alsace — $12–18”
Claude · 2026-07-28 · Champagne
“Crémant de Loire or Crémant de Bourgogne Rosé (~$18–25) – French sparkling wines made in the same method as Champagne, offering great quality for the price.”
Claude · 2026-07-28 · Champagne
“Crémant (France - ~$20–$25): "Crémant" is sparkling wine made in France using the exact same traditional method as Champagne, just outside the Champagne region. E.g., *Lucien Albrecht Crémant d'Alsace Rosé* or *Crémant de Loire*. It tastes ”
Gemini · 2026-07-28 · Champagne
“Crémant de Bourgogne or Crémant de Loire use the same méthode traditionnelle as champagne but cost significantly less since they're not from the Champagne region”
Claude · 2026-07-28 · Champagne
“Crémant de Bourgogne, Crémant de Loire, or Crémant d'Alsace use the same traditional method but from other French regions, so they can't legally be called "Champagne" — which keeps prices down”
Claude · 2026-07-28 · Champagne

The substitution map

Which competitors models suggest when shoppers ask for something cheaper.

Crémant de Loire suggested as the cheaper alternative to
  • nicolas feuillatte brut réserve ×1

Where this comes from

1 of 5 mentions appear alongside an identifiable web citation. Citation does not establish causation.

cited sourcementions
thebudgetsavvybride.com1

Method: fixed shopper questions asked repeatedly to Claude, OpenAI GPT and Gemini with web search on. Shares are the percentage of recommendation answers mentioning the brand. Quotes are AI outputs; full transcripts are kept as receipts.